Methods › Computer Vision › Pose Estimation Models › Stacked Hourglass Network
Stacked Hourglass Network
Introduced by Alejandro Newell et al. in Stacked Hourglass Networks for Human Pose Estimation
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Stacked Hourglass Networks are a type of convolutional neural network for pose estimation. They are based on the successive steps of pooling and upsampling that are done to produce a final set of predictions.
Papers archive 2025-07-28
28 shown of 28, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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To Perceive or Not to Perceive: Lightweight Stacked Hourglass Network 9 Feb 2023 · 1 repository · arXiv:2302.04815
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Robust Table Detection and Structure Recognition from Heterogeneous Document Images 17 Mar 2022 · 0 repositories · arXiv:2203.09056
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Deep Point Cloud Reconstruction 23 Nov 2021 · 0 repositories · arXiv:2111.11704
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Stacked Hourglass Network with a Multi-level Attention Mechanism: Where to Look for Intervertebral Disc Labeling 14 Aug 2021 · 1 repository · arXiv:2108.06554
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VolNet: Estimating Human Body Part Volumes from a Single RGB Image 5 Jul 2021 · 0 repositories · arXiv:2107.02259
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Automatic segmentation of vertebral features on ultrasound spine images using Stacked Hourglass Network 9 May 2021 · 0 repositories · arXiv:2105.03847
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TetraPackNet: Four-Corner-Based Object Detection in Logistics Use-Cases 19 Apr 2021 · 0 repositories · arXiv:2104.09123
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Traffic Camera Calibration via Vehicle Vanishing Point Detection 21 Mar 2021 · 2 repositories · arXiv:2103.11438
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RelationNet++: Bridging Visual Representations for Object Detection via Transformer Decoder 29 Oct 2020 · 4 repositories · arXiv:2010.15831Syntology ran 0 of 5 samples · 5 unverified
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HoughNet: Integrating near and long-range evidence for bottom-up object detection 5 Jul 2020 · 2 repositories · arXiv:2007.02355
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3D Pose Detection in Videos: Focusing on Occlusion 24 Jun 2020 · 0 repositories · arXiv:2006.13517
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RGBD-Dog: Predicting Canine Pose from RGBD Sensors 16 Apr 2020 · 1 repository · arXiv:2004.07788
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Single upper limb pose estimation method based on improved stacked hourglass network 16 Apr 2020 · 0 repositories · arXiv:2004.07456
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SpotNet: Self-Attention Multi-Task Network for Object Detection 13 Feb 2020 · 1 repository · arXiv:2002.05540
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Multistage Model for Robust Face Alignment Using Deep Neural Networks 4 Feb 2020 · 0 repositories · arXiv:2002.01075
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MatrixNets: A New Scale and Aspect Ratio Aware Architecture for Object Detection 9 Jan 2020 · 1 repository · arXiv:2001.03194
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Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose Estimation 24 Nov 2019 · 8 repositories · arXiv:1911.10529
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Single-shot 3D multi-person pose estimation in complex images 8 Nov 2019 · 0 repositories · arXiv:1911.03391
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Analyzing Large Receptive Field Convolutional Networks for Distant Speech Recognition 15 Oct 2019 · 0 repositories · arXiv:1910.07047
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Multi-task Localization and Segmentation for X-ray Guided Planning in Knee Surgery 24 Jul 2019 · 0 repositories · arXiv:1907.10465
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CornerNet-Lite: Efficient Keypoint Based Object Detection 18 Apr 2019 · 6 repositories · arXiv:1904.08900Syntology ran 1 of 27 samples · 26 unverified
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CenterNet: Keypoint Triplets for Object Detection 17 Apr 2019 · 20 repositories · arXiv:1904.08189Syntology ran 2 of 11 samples · 9 unverified · 2 pointer-only (licence)
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Group-wise Correlation Stereo Network 10 Mar 2019 · 2 repositories · arXiv:1903.04025Syntology ran 0 of 2 samples · 2 unverified
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Exploring Stereovision-Based 3-D Scene Reconstruction for Augmented Reality 17 Feb 2019 · 0 repositories · arXiv:1902.06255
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Bottom-up Object Detection by Grouping Extreme and Center Points 23 Jan 2019 · 2 repositories · arXiv:1901.08043Syntology ran 1 of 5 samples · 4 unverified
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CornerNet: Detecting Objects as Paired Keypoints 3 Aug 2018 · 5 repositories · arXiv:1808.01244Syntology ran 3 of 11 samples · 8 unverified
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Semi-Automatic RECIST Labeling on CT Scans with Cascaded Convolutional Neural Networks 25 Jun 2018 · 0 repositories · arXiv:1806.09507
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Stacked Hourglass Networks for Human Pose Estimation 22 Mar 2016 · 46 repositories · arXiv:1603.06937Syntology ran 2 of 25 samples · 23 unverified · 1 pointer-only (licence)
Tasks archive 2025-07-28
20 shown of 45 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections